{"id":"W4385505773","doi":"10.1016/j.apmr.2023.07.010","title":"Prevalence of Unmet Rehabilitation Needs Among Canadians Living With Long-term Conditions or Disabilities During the First Wave of the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Ontario Tech University; Canadian Memorial Chiropractic College; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Social Sciences and Humanities Research Council of Canada; Health Canada; Canada Research Chairs; Canadian Institutes of Health Research; Sophiahemmet Högskola; University of Ontario Institute of Technology; University of Pittsburgh; McMaster Institute for Research on Aging, McMaster University; World Health Organization","keywords":"Rehabilitation; Medicine; Pandemic; Confidence interval; Activities of daily living; Gerontology; Long-term care; Needs assessment; Physical therapy; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006882476,0.0003497552,0.0003730431,0.002056327,0.003082814,0.001672711,0.001644722,0.001099108,0.003590643],"category_scores_gemma":[0.003731527,0.0003878227,0.001001252,0.004608774,0.0008017741,0.0008930274,0.001575591,0.001904305,0.0002208975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02135672,"about_ca_system_score_gemma":0.03346791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898068,"about_ca_topic_score_gemma":0.9935318,"domain_scores_codex":[0.998612,0.00005531951,0.00008700425,0.0001225054,0.0004281368,0.0006949896],"domain_scores_gemma":[0.9970433,0.00008735414,0.0007147659,0.00004951223,0.001101067,0.001003867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007694368,0.00006181761,0.9918378,0.00004953339,0.0000475093,0.0000719194,0.001329094,0.00007666593,0.00009326475,0.0001373172,0.002955043,0.00326306],"study_design_scores_gemma":[0.000004476993,0.00001628867,0.9946889,0.00005756081,0.00001148973,0.0000527181,0.004109763,0.0001273864,0.00001476111,0.00001892893,0.0008819638,0.00001587577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806278,0.0007551454,0.00006087398,0.001836886,0.00005577715,0.00009856879,0.01080412,0.00001313913,0.005747581],"genre_scores_gemma":[0.9959443,0.0005486534,0.00009864498,0.0003337995,0.00001590286,0.00003140256,0.002358801,0.000004232425,0.0006643282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135672,"threshold_uncertainty_score":0.1549546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758635998651003,"score_gpt":0.2875963332880262,"score_spread":0.2700099733015162,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}